Package | Description |
---|---|
org.deeplearning4j.nn.graph.vertex | |
org.deeplearning4j.nn.graph.vertex.impl | |
org.deeplearning4j.nn.graph.vertex.impl.rnn |
Modifier and Type | Field and Description |
---|---|
protected VertexIndices[] |
BaseGraphVertex.inputVertices
A representation of the vertices that are inputs to this vertex (inputs during forward pass)
Specifically, if inputVertices[X].getVertexIndex() = Y, and inputVertices[X].getVertexEdgeNumber() = Z
then the Zth output of vertex Y is the Xth input to this vertex
|
protected VertexIndices[] |
BaseGraphVertex.outputVertices
A representation of the vertices that this vertex is connected to (outputs duing forward pass)
Specifically, if outputVertices[X].getVertexIndex() = Y, and outputVertices[X].getVertexEdgeNumber() = Z
then the output of this vertex (there is only one output) is connected to the Zth input of vertex Y
|
Modifier and Type | Method and Description |
---|---|
VertexIndices[] |
BaseGraphVertex.getInputVertices()
A representation of the vertices that are inputs to this vertex (inputs duing forward pass)
Specifically, if inputVertices[X].getVertexIndex() = Y, and inputVertices[X].getVertexEdgeNumber() = Z then the Zth output of vertex Y is the Xth input to this vertex |
VertexIndices[] |
BaseWrapperVertex.getInputVertices() |
VertexIndices[] |
GraphVertex.getInputVertices()
A representation of the vertices that are inputs to this vertex (inputs duing forward pass)
Specifically, if inputVertices[X].getVertexIndex() = Y, and inputVertices[X].getVertexEdgeNumber() = Z then the Zth output connection (see GraphVertex.getNumOutputConnections() of vertex Y is the Xth input to this vertex |
VertexIndices[] |
BaseGraphVertex.getOutputVertices()
A representation of the vertices that this vertex is connected to (outputs duing forward pass)
Specifically, if outputVertices[X].getVertexIndex() = Y, and outputVertices[X].getVertexEdgeNumber() = Z
then the Xth output of this vertex is connected to the Zth input of vertex Y
|
VertexIndices[] |
BaseWrapperVertex.getOutputVertices() |
VertexIndices[] |
GraphVertex.getOutputVertices()
A representation of the vertices that this vertex is connected to (outputs duing forward pass)
Specifically, if outputVertices[X].getVertexIndex() = Y, and outputVertices[X].getVertexEdgeNumber() = Z
then the Xth output of this vertex is connected to the Zth input of vertex Y
|
Modifier and Type | Method and Description |
---|---|
void |
BaseGraphVertex.setInputVertices(VertexIndices[] inputVertices) |
void |
BaseWrapperVertex.setInputVertices(VertexIndices[] inputVertices) |
void |
GraphVertex.setInputVertices(VertexIndices[] inputVertices)
Sets the input vertices.
|
void |
BaseGraphVertex.setOutputVertices(VertexIndices[] outputVertices) |
void |
BaseWrapperVertex.setOutputVertices(VertexIndices[] outputVertices) |
void |
GraphVertex.setOutputVertices(VertexIndices[] outputVertices)
set the output vertices.
|
Constructor and Description |
---|
BaseGraphVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
DataType dataType) |
BaseGraphVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
DataType dataType) |
Constructor and Description |
---|
ElementWiseVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
ElementWiseVertex.Op op,
DataType dataType) |
ElementWiseVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
ElementWiseVertex.Op op,
DataType dataType) |
InputVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] outputVertices,
DataType dataType) |
L2NormalizeVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
int[] dimension,
double eps,
DataType dataType) |
L2NormalizeVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
int[] dimension,
double eps,
DataType dataType) |
L2Vertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
double eps,
DataType dataType) |
L2Vertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
double eps,
DataType dataType) |
LayerVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
Layer layer,
InputPreProcessor layerPreProcessor,
boolean outputVertex,
DataType dataType) |
LayerVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
Layer layer,
InputPreProcessor layerPreProcessor,
boolean outputVertex,
DataType dataType) |
MergeVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
DataType dataType,
int mergeAxis) |
MergeVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
DataType dataType,
int mergeAxis) |
PoolHelperVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
DataType dataType) |
PoolHelperVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
DataType dataType) |
PreprocessorVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
InputPreProcessor preProcessor,
DataType dataType) |
PreprocessorVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
InputPreProcessor preProcessor,
DataType dataType) |
ReshapeVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
char order,
int[] newShape,
int[] maskShape,
DataType dataType) |
ReshapeVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
char order,
int[] newShape,
int[] maskShape,
DataType dataType) |
ScaleVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
double scaleFactor,
DataType dataType) |
ScaleVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
double scaleFactor,
DataType dataType) |
ShiftVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
double shiftFactor,
DataType dataType) |
ShiftVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
double shiftFactor,
DataType dataType) |
StackVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
DataType dataType) |
StackVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
DataType dataType) |
SubsetVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
int from,
int to,
DataType dataType) |
SubsetVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
int from,
int to,
DataType dataType) |
UnstackVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
int from,
int stackSize,
DataType dataType) |
UnstackVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
int from,
int stackSize,
DataType dataType) |
Constructor and Description |
---|
DuplicateToTimeSeriesVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
String inputName,
DataType dataType) |
DuplicateToTimeSeriesVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
String inputName,
DataType dataType) |
LastTimeStepVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
String inputName,
DataType dataType) |
LastTimeStepVertex(ComputationGraph graph,
String name,
int vertexIndex,
VertexIndices[] inputVertices,
VertexIndices[] outputVertices,
String inputName,
DataType dataType) |
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